AI_ron_Chef

EECS 504 Project

Project Members: Joseph Abrash Justin Diep Wayne Lao Likai Sheng

Specific Dependencies Required: IMPORTANT: pip install opencv-python==3.3.0.10 opencv-contrib-python==3.3.0.10 as SIFT is patented keras tensorflow bs4 skimage, sklearn, scipy h5py Including others dependent on existing dependencies.

To run the (AI)ron_Chef algorithm: 0a) If needed, regenerate images with image_prep_test.py 0b) if model is untrained, run CNN.py to train weights (NOTE: requires significant GPU computation power that may exceed most personal computers)

1. Run GMM_Segmentation.py to generate subimages
2. Run CNN_Test.py
3. Run recipe_crawler.py

Plot of CNN classification overlaying segmented image can be generated running CNN_testimageplot.py, however, it is not part of the code pipeline.

See output recipes in Recipe directory